Takeover Tracker
30%medium risk
Automotive Engineering Technicians
vs

67 shared · 19 different

core competencies

33%medium risk
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

Side-by-Side Comparison

MetricAutomotive Engineering TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Risk Score29.7%33.1%
Risk TierMedium RiskMedium Risk
Risk Percentile37th57th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$68,730$61,680
Employment37K33K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Computers and Electronics
Physics
Mechanical
Repairing and Maintaining Electronic Equipment
Interacting With Computers
Repairing and Maintaining Mechanical Equipment
MathematicsAI-Vulnerable
Transportation
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineering Technicians

30%

total discount

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

6 of 15 at risk
84%Layout and mark reference points and locations for installation of parts or components, using jigs, templates, or measuring and marking instruments.
78%Inspect or test installed units, parts, systems, or assemblies for fit, alignment, performance, defects, or compliance with standards, using measuring instruments or test equipment.
62%Read blueprints, illustrations, or specifications to determine layouts, sequences of operations, or identities or relationships of parts.
61%Fabricate parts needed for assembly or installation, using shop machinery or equipment.
51%Join structural assemblies, such as wings, tails, or fuselage.

Wage Comparison

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers earns -$7,050(-10%) vs Automotive Engineering Technicians
Automotive Engineering TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
10th
$46,940$46,040
25th
$57,330$53,180
Median
$68,730$61,680
75th
$82,980$75,240
90th
$100,890$94,950

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Engineering Technicians2028–2035
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers2028–2035
20242030203520402045

Automotive Engineering Technicians has a longer runway before significant displacement, projected 0 years later than Aircraft Structure, Surfaces, Rigging, and Systems Assemblers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Automotive Engineering Technicians

$48,324

from $68,730

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

$41,258

from $61,680

After adjusting for AI risk, Automotive Engineering Technicians offers $7,066 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Aircraft

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity
Creativity
Social Intelligence
Regulatory Barriers
Automotive Engineering TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
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